IncidentLogica

Temporal Workflow
Temporal Dashboard

The Problem

Enterprise systems fail all the time. Services crash, APIs timeout, logs flood in and teams scramble to figure out what went wrong. Traditional monitoring tools only scream alerts. They don’t think or provide context. Meanwhile, AI-powered solutions often break mid-run when an API fails or a model times out. Reliability is missing.

Our Solution

We built an AI Ops Agent that never fails, even when APIs do. Powered by Temporal, the agent orchestrates multiple calls to AWS Bedrock models to analyze incidents, explain root causes, and propose mitigation steps. If a model call fails, Temporal retries or falls back automatically. No downtime. Finally, the agent posts a clean summary and action plan to Slack.

Think of it as an “AI incident commander” with bulletproof reliability, thanks to Temporal’s durable workflows.